Sad Tux - Windows bias detected
This page contains Windows bias

About This Page

This page is part of the Azure documentation. It contains code examples and configuration instructions for working with Azure services.

Bias Analysis

Detected Bias Types
windows_first
powershell_heavy
windows_tools
missing_linux_example
Summary
The documentation page demonstrates a Windows bias in several areas. In troubleshooting steps, Windows tools (PowerShell, PsPing) are mentioned explicitly, with detailed instructions and links, while Linux equivalents are either omitted or referenced generically. For example, PowerShell commands are provided for resolving network interface issues, but no Linux CLI or Azure CLI alternatives are given. In connectivity validation, Windows tools are listed with links and specific commands, whereas Linux tools are referenced without detail or links. This prioritization and lack of Linux parity may hinder Linux users' troubleshooting experience.
Recommendations
  • Add equivalent Linux/Azure CLI commands for all PowerShell-based troubleshooting steps, especially for managing network interfaces and NAT gateway resources.
  • Provide detailed Linux tool usage examples (e.g., using nc, curl, ip, az CLI) with command syntax and links to documentation, matching the detail given for Windows tools.
  • Ensure that tables and lists of troubleshooting tools and steps present Linux and Windows options with equal prominence and detail.
  • Where Azure Resource Explorer is recommended, clarify that it is browser-based and platform-agnostic, and avoid browser recommendations that imply Windows-only usage.
  • Review all troubleshooting workflows to ensure Linux users can follow each step without needing to translate Windows-specific instructions.
GitHub Create Pull Request

Scan History

Date Scan Status Result
2026-01-22 01:38 #286 completed Biased Biased
2026-01-14 00:00 #250 in_progress Biased Biased
2026-01-13 00:00 #246 completed Biased Biased
2026-01-11 00:00 #240 completed Biased Biased
2026-01-10 00:00 #237 completed Biased Biased
2026-01-09 00:34 #234 completed Biased Biased
2026-01-08 00:53 #231 completed Biased Biased
2026-01-06 18:15 #225 cancelled Clean Clean
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Biased Biased
2025-07-12 23:44 #41 cancelled Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased